Generating multivariate time series with COmmon Source CoordInated GAN
(COSCI-GAN)

Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)

27 May 2022

Jean-Francois Rajotte

Papers citing "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"

12 / 12 papers shown

Title
A Wave is Worth 100 Words: Investigating Cross-Domain Transferability in Time Series Xiangkai Ma Xiaobin Hong Wenzhong Li Sanglu Lu AI4TS 62 0 0 01 Dec 2024
VFLGAN-TS: Vertical Federated Learning-based Generative Adversarial Networks for Publication of Vertically Partitioned Time-Series Data Xun Yuan Zilong Zhao P. Gope Biplab Sikdar AI4TS 20 1 0 05 Sep 2024
Deep Temporal Deaggregation: Large-Scale Spatio-Temporal Generative Models David Bergstrom Mattias Tiger Fredrik Heintz DiffM AI4TS 22 0 0 18 Jun 2024
Denoising-Aware Contrastive Learning for Noisy Time Series Shuang Zhou Daochen Zha Xiao Shen Xiao Shi Huang Rui Zhang Fu-Lai Chung AI4TS 27 0 0 07 Jun 2024
Towards Controllable Time Series Generation Yifan Bao Yihao Ang Qiang Huang Anthony K. H. Tung Zhiyong Huang DiffM 22 4 0 06 Mar 2024
Time-Transformer: Integrating Local and Global Features for Better Time Series Generation Yuansan Liu S. Wijewickrema Ang Li C. Bester Stephen O'Leary James Bailey ViT AI4TS 21 7 0 18 Dec 2023
TSGBench: Time Series Generation Benchmark Yihao Ang Qiang Huang Yifan Bao Anthony K. H. Tung Zhiyong Huang AI4TS 19 16 0 07 Sep 2023
On the Constrained Time-Series Generation Problem Andrea Coletta Sriram Gopalakrishnan Daniel Borrajo Svitlana Vyetrenko DiffM AI4TS 15 34 0 04 Jul 2023
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects Kexin Zhang Qingsong Wen Chaoli Zhang Rongyao Cai Ming Jin ... James Y. Zhang Y. Liang Guansong Pang Dongjin Song Shirui Pan AI4TS 109 97 0 16 Jun 2023
PCF-GAN: generating sequential data via the characteristic function of measures on the path space Hang Lou Siran Li Hao Ni AI4TS 17 10 0 21 May 2023
Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary Jean-Francois Rajotte S. Mukherjee Caleb Robinson Anthony Ortiz Christopher West J. L. Ferres R. Ng FedML MedIm 122 40 0 18 Jan 2021
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 73 508 0 29 Nov 2016